data_final_v2.xls
Re: FWD: data question
November 11, 2016 // WSN, Monterey, California
data_final_v2.xls
Re: FWD: data question
Data science:
a discipline "to turn raw data into understanding, insight, and knowledge" (Grolemund & Wickham 2016)
Data science:
a discipline "to turn raw data into understanding, insight, and knowledge" (Grolemund & Wickham 2016)
Science:
Data science:
this talk: jules32.github.io/opensci-talk
written in RStudio's RMarkdown, versioned with Git, displayed/shared with GitHub
1. Learn to code
   - in R
   - with RStudio
2. Use version control
   - git
   - with GitHub
   - through RStudio
1. Learn to code
   - in R
   - with RStudio
2. Use version control
   - git
   - with GitHub
   - through RStudio
3. Learn in an intentional way
Free online books, trainings, and webinars:
Recent academic publications:
email: lowndes @nceas.ucsb.edu
twitter: @juliesquid
website: https://jules32.github.io
talk url: https://jules32.github.io/opensci-talk
NCEAS is hiring: nceas.ucsb.edu/positionsopen
a method to categorize benefits that oceans provide to people
scores are modeled using existing data; data intensive
method can be tailored to different geographies
can help inform policy decisions, especially when repeated
We could reproduce our science questions:
Data science:
We expected to easily reproduce our previous work. We had planned ahead:
We expected to easily reproduce our previous work. We had planned ahead:
…But we struggled to reproduce our work.